Multiple source watermarking for surveillance

ABSTRACT

A method, computer program product, and system for generating and embedding a watermark in digital video frame include a processor obtaining a request to generate a watermark and embed the watermark in a digital video frame captured by a first monitor. Based on obtaining the request, the processor fetches from one or more pre-defined regions of a memory resource, digital video data captured by at least two monitors, where a timestamp of the digital video data is equal to a timestamp of the digital video frame. The processor generates a watermark from the digital video data by calculating a binary result of the digital video data. The processor embeds the watermark (binary result) in the digital video frame.

BACKGROUND

Video surveillance is used for security in many locations, includingshopping malls, on highways, on buses, etc. The video recordings areimportant tools for law enforcement in the event of a crime because thevideo footage is often relied upon to establish the facts of the crime.Criminals are aware of video surveillance systems and therefore mayattempt to delete all the video files by destroying the data on the harddisk of a recording device. However, this approach can often drawattention to the fact that a crime occurred, allowing law enforcement todiscover the crime more quickly and pursue the perpetrators moreexpediently. Thus, to avoid arousing immediate suspicion, some criminalsuse more advanced technology and erase only key portions of a video, soan individual viewing the video may not be aware of the tampering andthe crime takes longer to discover. A countermeasure to this approach isutilizing digital watermarking in the footage, but current systems ofdigital watermarking are susceptible to tampering and counterfeitingbecause they generate watermarks from a single source of data (e.g., thehosted signal or some properties related to the content signal). Thus, acriminal with the technological capabilities to delete a targetedportion of a video file may likely also have the technologicalcapability to alter the watermarks associated with the video file todisguise this change.

SUMMARY

Shortcomings of the prior art are overcome and additional advantages areprovided through the provision of a computer program product forgenerating and embedding a watermark in a digital video frame. Thecomputer program product comprises a storage medium readable by aprocessing circuit and storing instructions for execution by theprocessing circuit for performing a method. The method includes, forinstance: obtaining, by one or more processors, a request to generate awatermark and embed the watermark in a digital video frame captured by afirst monitor; based on obtaining the request, fetching, by the one ormore processors, from one or more pre-defined regions of a memoryresource, digital video data captured by at least two monitors, whereina timestamp of the digital video data is equal to a timestamp of thedigital video frame; generating, by one or more processors, a watermarkfrom the digital video data, wherein the generating comprisescalculating a binary result of the digital video data, wherein thewatermark comprises the binary result; and embedding, by one or moreprocessors, the watermark in the digital video frame, generating awatermarked digital video frame.

Shortcomings of the prior art are overcome and additional advantages areprovided through the provision of a method of generating and embedding awatermark in a digital video frame. The method includes, for instance:obtaining, by one or more processors, a request to generate a watermarkand embed the watermark in a digital video frame captured by a firstmonitor; based on obtaining the request, fetching, by the one or moreprocessors, from one or more pre-defined regions of a memory resource,digital video data captured by at least two monitors, wherein atimestamp of the digital video data is equal to a timestamp of thedigital video frame; generating, by one or more processors, a watermarkfrom the digital video data, wherein the generating comprisescalculating a binary result of the digital video data, wherein thewatermark comprises the binary result; and embedding, by one or moreprocessors, the watermark in the digital video frame, generating awatermarked digital video frame.

Shortcomings of the prior art are overcome and additional advantages areprovided through the provision of a system for generating and embeddinga watermark in a digital video frame. The system comprises a memory, aprocessor in communication with the memory, and program instructionsexecutable by the processor via the memory to perform a method. Themethod includes, for instance: obtaining, by one or more processors, arequest to generate a watermark and embed the watermark in a digitalvideo frame captured by a first monitor; based on obtaining the request,fetching, by the one or more processors, from one or more pre-definedregions of a memory resource, digital video data captured by at leasttwo monitors, wherein a timestamp of the digital video data is equal toa timestamp of the digital video frame; generating, by one or moreprocessors, a watermark from the digital video data, wherein thegenerating comprises calculating a binary result of the digital videodata, wherein the watermark comprises the binary result; and embedding,by one or more processors, the watermark in the digital video frame,generating a watermarked digital video frame.

Methods and systems relating to one or more aspects are also describedand claimed herein. Further, services relating to one or more aspectsare also described and may be claimed herein.

Additional features and advantages are realized through the techniquesdescribed herein. Other embodiments and aspects are described in detailherein and are considered a part of the claimed aspects.

BRIEF DESCRIPTION OF THE DRAWINGS

One or more aspects are particularly pointed out and distinctly claimedas examples in the claims at the conclusion of the specification. Theforegoing and objects, features, and advantages of one or more aspectsare apparent from the following detailed description taken inconjunction with the accompanying drawings in which:

FIG. 1 is a diagram depicting aspects of a technical environment intowhich aspects of an embodiment of the present technique can beintegrated;

FIG. 2 illustrates certain aspects of some embodiments of the presentinvention;

FIG. 3 depicts a workflow illustrating certain aspects of an embodimentof the present invention;

FIG. 4 depicts a technical environment comprising certain aspects of anembodiment of the present invention;

FIG. 5 illustrates certain aspects of some embodiments of the presentinvention;

FIG. 6 depicts one embodiment of a cloud computing node;

FIG. 7 depicts one embodiment of a cloud computing environment; and

FIG. 8 depicts one example of abstraction model layers.

DETAILED DESCRIPTION

The accompanying figures, in which like reference numerals refer toidentical or functionally similar elements throughout the separate viewsand which are incorporated in and form a part of the specification,further illustrate the present invention and, together with the detaileddescription of the invention, serve to explain the principles of thepresent invention. As understood by one of skill in the art, theaccompanying figures are provided for ease of understanding andillustrate aspects of certain embodiments of the present invention. Theinvention is not limited to the embodiments depicted in the figures.

As understood by one of skill in the art, program code, as referred tothroughout this application, includes both software and hardware. Forexample, program code in certain embodiments of the present inventionincludes fixed function hardware, while other embodiments utilized asoftware-based implementation of the functionality described. Certainembodiments combine both types of program code. One example of programcode, also referred to as one or more programs, is depicted in FIG. 4 asprogram/utility 40, having a set (at least one) of program modules 42,may be stored in memory 28.

Digital watermarking describes methods and technologies that hideinformation, for example a number and/or text, in digital media, such asimages, audio, or video. This information is embedded such that changesare imperceptible and are accomplished by making subtle changes to thedata of the original digital content. Although digital watermarks arenot perceived by a human observer, an effective watermark is easilydetected and read by program code executing on computing nodes onnetworks, and in a variety of digital devices. The program code utilizeswatermarks to validate the original content and/or initiate actions.Current systems generate watermarks from single source data (e.g. eitherthe hosted signal or some properties related to the content signal).

Embodiments of the present invention represent a technological andsecurity improvement over current video watermarking systems thatgenerate watermarks from a single source of data, that is either thehosted signal or some properties related to the content signal, bygenerating watermarks from data of more than one video source. Forexample, embodiments of the present invention include program code thatgenerates a digital watermark from multiple video data sources.Generating digital watermarks from multiple video data sources insteadof a single source increases the complexity of the watermarks and thus,enhances the security of the video file. In an embodiment of the presentinvention, program code generates a watermark in each video from a givenmonitor by combining selected video frame regions of some or all of theother monitor videos. Thus, the program code utilizes more than onevideo source to create a file where each video in each frame isdifferent from others and the watermark of every frame varies. Thiswatermarking technique renders the video file more secure because theinconsistency of the watermarking is unpredictable and therefore,difficult to counterfeit.

Another advantage of certain embodiments of the present invention isthat the accuracy of the video file is increased as well as verifiablein real time. First, the variable quality of the watermarks associatedwith the various frames of the multi-source video file enable real timeverification of the authenticity of a video. Second, the multiple videosource data guarantees the real time accuracy of the video file becausethe watermark is generated by program code executing at a centralizedlocation. The real time functionality of embodiments of the presentinvention is enabled because the program code utilizes timestamps fromvideo frame source data in generating watermarks.

In the event of tampering, embodiments of the present invention providethe advantage of enabling restoration of lost data because of themultiple source approach. In an embodiment of the present invention,frame recovery is simplified in the case of a targeted erasure ofcertain frames or portions of frames because all of the sample data usedto generate watermarks and the program code supporting the encodingincludes the functionality to perform an inverse operation to recoverlost or corrupted data. Ease of data recovery increases because theprogram code constructs the watermark using the original video framesource data.

Referring to FIG. 1, for illustrative purposes only, certain embodimentsof the present invention may be referred to as comprising threeaspects: 1) a video data repository 120, where digital data is stored;2) a sample data selector 125 and data fetcher 130, to define thecriteria for data selection and fetch the data matching the definitionfrom the video data repository 120; and 3) a watermark engine 135 togenerate watermarks and embed the watermarks into the video. In anembodiment of the present invention, program code obtains digital datafrom more than one digital video source and stores the digital data in avideo data repository 120. The program code (e.g., the sample dataselector 125) designates a sample of the digital data to fetch andprogram code (e.g., the data fetcher 130) fetches a subset of the samplefrom the repository. The program code (e.g., the watermark engine 135)utilizes the subset of the sample data to generate a watermark with awatermarking algorithm and embeds watermarks in a video. In anembodiment of the present invention, the encoder 100 may also include adatabase (not pictured) which the program code (e.g., the sample dataselector 125) utilizes to store the data it selects before this data isutilized by the program code (e.g., data fetcher 130 and/or watermarkengine 135) to generate a watermark. The data records in this databasemay include formatted headers to aid the program code in identifying thedata before generating a watermark.

FIG. 1 illustrates an embodiment of the present invention as includingthese aspects, however, the functionality attributed to each of theaspects is not indicative of any limitations regarding the distributionof the functionality of one or more programs executed by one or moreprocessors. The separation of certain aspects in this manner is providedfor ease of understanding, only.

In addition to illustrating aspects of the watermarking method ofcertain embodiments of the present invention, FIG. 1 also depictsaspects of a system into which aspects of an embodiment of the presentinvention may be implemented. Referring to FIG. 1, in an embodiment ofthe present invention, a surveillance system includes more than onecameras 105 a-105 n where more than one of the cameras 105 a-105 n arepart of more than one monitor 115 a-115 n. (For consistency throughoutthe explanation, the monitors are also labeled A-D.) The cameras 105a-105 n and their respective monitors 115 a-115 n may be connected to anencoder 100 via a network 117, which, for security purposes, is aprivate network, in an embodiment of the present invention. The encoder100 includes program code that for ease of understanding is split intotwo modules. One module includes a sample data selector 125 and a datafetcher 130. A second module include a watermark engine 135. Together,the program code in these modules selects data from video datarepository 120 to generate a watermark and encodes video with thegenerated watermark.

Although embodiments of the present invention include more than onevideo data source, e.g., multiple cameras 105 a-105 n and multiplemonitors 115 a-115 n, the program code utilizes data from certain of themultiple sources, and the video is encoded by the encoder 100,centrally. In certain embodiments of the present invention, the programcode may store the video data from each monitor 115 a-115 n in aseparate video data repository 120 or may store the video data from allmonitors 115 a-115 n in a single video data repository 120. Additionalconfigurations for video storage are also possible provided that theprogram code divides the video data in a manner that its origin andtimestamp can be identified by the program code of the encoder 100 whengenerating watermarks. In the embodiment of FIG. 1, the video datarepository 120 stores formatted digital data of video regions, capturedby the cameras 105 a-105 n of more than one monitor 115 a-115 n. Forexample, in an embodiment of the present invention, the program codestores video data from multiple sources (e.g., monitors 115 a-115 n) inthe video data repository 120 with formatted headers designating atleast the monitor from which each frame originated and its time stamp.

In an embodiment of the present invention, program code divides videocontent from more than one monitor 115 a-115 n into regions and storesthe content into the video data repository 120, based on the time stampof the digital data. The manner in which the program code divides theregions varies across different embodiments of the present invention.Examples of rules for dividing the source data utilized by the programcode include, but are not limited to, a random divide rule, a dynamicarea divide rule, a core area divide rule, and/or a change-based dividerule.

FIG. 2 depicts an example of how digital data from a monitor “A” (whichis depicted among the monitors 115 a-115 n of FIG. 1) is divided andstored by the program code in different regions (e.g., A_(D1), A_(D2),A_(D3), A_(D4)) of a video data repository 220 (e.g., FIG. 1, 120), inan embodiment of the present invention.

Table 1 further illustrates how the program code divides the data fromthe “A” monitor into different regions of a video data repository 220 inan embodiment of the present invention. As seen in Table 1, digital datafrom a monitor with “A” as its identifier, with timestamps T1-T3 arestored in regions A_(D1), A_(D2), A_(D3), A_(D4). In an embodiment ofthe present invention, the video source data can be stored utilizingheaders to designate both the source of the digital data and the timestamp associates with this digital data.

TABLE 1 Monitor ID Time Stamp Region ID Digital Data A T1 A_(D1)xxxxxxxxx A T1 A_(D2) xxxxxxxxx . . . . . . . . . . . . A T2 A_(D1)xxxxxxxxx . . . . . . . . . . . . A T3 A_(D1) xxxxxxxxx

FIG. 3 is a workflow 300 of an embodiment of the present invention. Forillustrative purposes, aspects of FIG. 1 are referenced throughout thedescription of the workflow 300 of FIG. 3.

In an embodiment of the present invention, program code (e.g.,watermarking engine 135) obtains a request 140 to generate watermarksand embed the watermarks in a digital video from a monitor (310). Basedon obtaining this request, the program code (e.g., data fetcher 130)fetches a subset of sample data from one or more video data repository120 (e.g., FIG. 2, 220) utilized by more than one monitor (320). In anembodiment of the present invention, fetching the data includes theprogram code (e.g., sample data selector 125) selecting a subset ofsample data from the (one or more) video data repository 120 to use togenerate the watermark.

In an embodiment of the present invention, the program code (e.g., dataselector 125) selects source data according to a pre-defined selectionrule and a pre-defined combination rule, from all of monitors with thesame timestamp. For example, the program code may select data frommonitor “A” with a timestamp of T1 together with data from monitor “B”with a timestamp of T1. In certain embodiments of the present invention,the program code utilizes a selection rule to select specified regionsfrom video frames with common timestamps, and the program code utilizesthe combination rule to combine these selected regions.

As illustrated in FIG. 1, data fetcher 130 program code fetches the dataselected by the sample data selector 125 program code and transfers itto a watermarking engine 135. Thus, as seen in FIG. 3, the program code(e.g., watermarking engine 135) generates watermarked video 145, i.e.,video containing watermarks embedded in the frames. The program code(e.g., watermarking engine 135) generates watermarks responsive to arequest 140 and embeds the watermarks in the video (330).

In an embodiment of the present invention, the program code (e.g., FIG.1, watermarking engine 135) generates a watermark to embed in thedigital video from the monitor, by calculating a value for the watermarkas a binary result of the selected data (330). In making thiscalculation, the program code may utilize an encode rule, i.e., analgorithm utilized by the program code to generate a watermark. In anembodiment of the present invention, an encode rule utilized by theprogram code of the watermarking engine 135 is one or more of: a logicgate (XOR), a hash, and/or a binary algorithm. Based on storing videodata with timestamps for each frame, in an embodiment of the presentinvention, the watermark in a given encoded video frame is the result ofthe program code applying a binary operator to digital data from morethan one monitor of a multi-source surveillance system, where thedigital data from more than one monitor of a multi-source surveillancesystem and the video frame to which the watermark is applied, share atimestamp. In an embodiment of the present invention, a portion of thesample data from which the program code ultimately generates a watermarkoriginates from a different monitor than the digital video that isencoded.

In an embodiment of the present invention, the data utilized by theprogram code (e.g., watermark engine 145) is dynamic area frame data.Thus, the program code (e.g., FIG. 1, watermarking engine 135) combinesthe dynamic area frame data into binary data and inserts the binary intoa frame of a video from monitor A, for example. In an embodiment of thepresent invention, the dynamic area frame data used to generate thebinary data includes the same timestamp as the frame of the video intowhich the program code inserts the binary data as a watermark.

Returning to FIG. 3, the program code embeds the watermark into thedigital video (340). In an embodiment of the present invention, thesample data utilized to generate the watermark all has the sametimestamp as the frame of the video into which the program code embedsthe watermark.

FIG. 4 illustrates how the program code (e.g., FIG. 1, watermarkingengine 135) generates watermarks to embed in a digital video (e.g., FIG.3, 330), in an embodiment of the present invention. In this example,program code stores video data, including dynamic area frame data, fromthree monitors (e.g., A, B, and C) in video data repositories 420 a-420c. The three monitors and the video data repositories 420 a-420 c areconnected to an encoder 400, which includes program code that performsthe functions attributed to the sample data selector 125, the datafetcher 130, and the watermark engine 135 of FIG. 1.

As illustrated earlier in FIG. 2, the digital data from the variousmonitors is stored by the program code in different regions of the videodata repositories 420 a-420 c. In an aspect of an embodiment of thepresent invention, the video data repository 420 a in which the programcode stores video data from monitor A is divided into regions A_(D1),A_(D2), A_(D3), and A_(D4). The video data repository 420 b in which theprogram code stores the video data of monitor B is divided into regionsB_(D1), B_(D2), B_(D3), and B_(D4). The video data repository 420 c inwhich the program code stores video data from monitor C is divided intoregions C_(D1), C_(D2), C_(D3), and C_(D4). In this example, regionsA_(D1), B_(D1), C_(D1), A_(D1), B_(D2), C_(D2), A_(D3), B_(D3), C_(D3),A_(D4), B_(D4), and C_(D4) are regions in dynamic areas of the videofrom the monitors, meaning that the data is changed in almost everyframe. Thus, by utilizing data from these regions in generatingwatermarks, the program code can create a dynamic watermark that isunpredictable and therefore, more secure.

As illustrated in FIG. 4, in an embodiment of the present invention, theprogram code referred to as the watermark engine of the encoder 400combines data from the regions of the video data repositories 420 a-420c and applies a binary function, which can be dictated by theaforementioned encode rule, to the selected data, to generatewatermarks, which the program code embeds in the video. The program codegenerates the watermark in each video by applying a combination rule todetermine the selected video frame regions of some or all the othermonitors to encode. The program code may select the data that itcombines according to a selection rule. Thus, in an embodiment of thepresent invention, the program code selects data from regions of thevideo data repositories 420 a-420 c according to a selection rule,combines the data from the various monitors together utilizing acombination rule, and encodes the resultant watermark to a video sourcein accordance with an encode rule.

FIG. 4 illustrates that the program code generates a watermark usingdata selected and fetched from regions of the video data repositories420 a-420 c to encode video that shares a timestamp with the selectedregions. However, as illustrated in Table 1, the program code may storedata from a given monitor with the same time stamp in differing regionsof video data repository 420 a-420 c and/or store data with differenttimestamps in the same region. Thus, in an embodiment of the presentinvention, the program code relies upon the selection rule and thetimestamp to select data from the video data repository 420 a-420 c thatthe program code utilizes to generate a watermark.

As illustrated in Equation 1, in an embodiment of the present invention,a watermark in a frame of a video from a monitor (e.g., monitor A) is abinary function applied to data from selected regions of one or morevideo data repositories of one or more of the additional monitors in amulti-source surveillance system. In an embodiment of the presentinvention, the program code utilizes data with a common timestamp toencode a frame of source video with this same timestamp. AlthoughEquation 1 illustrates utilizing data from three monitors to generate awatermark to encode a source, embodiments of the present invention, mayutilize a selection of data from any one or more monitors to generate awatermark. Both the identity and the number of monitors referred to andthe regions in Equation 1 are merely one example of an encode ruleutilized by an embodiment of the present invention.A _(watermark) =A _(D1) ⊕B _(D1) ⊕C _(D1)  Equation 1

In an embodiment of the present invention, the program code utilizes adifferent encode rule depending upon the timing of the timestampassociated with the dynamic area frame it is encoding with a watermark.FIG. 5 illustrates the variation of an encode rule utilized by theprogram code depending upon the timing of the encoding. This example isoffered for illustrative purposes only and as understood by one of skillin the art, the program code may utilize various data selection andencoding rules to generate and embed watermarks in video sources. Asseen in FIG. 5, when adding a watermark to a dynamic area frame of video“A” (from a monitor “A”) when this dynamic area frame (also referred toas a source frame) has a timestamp that is 9:00 am to before 3:00 pm,the program code applies a binary function to data that the program codefetched from a B_(D1) region of a video data repository of a monitor “B”and data the program code fetched from a C_(D1) region of a video datarepository of a monitor “C”. When the source frame's timestamp is 3:00pm to before 9:00 pm, the program code applies a binary function to thedata the program code fetched from a B_(D2) region of a video datarepository of a monitor “B” and the data the program code fetched from aC_(D2) region of a video data repository of a monitor “C”. When thesource frame's timestamp is 9:00 pm to before 3:00 am, the program codeapplies a binary function to the data the program code fetched from aB_(D3) region of a video data repository of a monitor “B” and the datathe program code fetched from a C_(D3) region of a video data repositoryof a monitor “C”. Finally, when the source frame's timestamp is 3:00 amto before 9:00 am, the program code applies a binary function (e.g.,XOR) to the data the program code fetched from a B_(D4) region of avideo data repository of a monitor “B” and the data the program codefetched from a C_(D4) region of a video data repository of a monitor“C”. In an embodiment of the present invention, during all intervals,the timestamp of the fetched data is equal to the timestamp of thesource frame.

An advantage of utilizing an embodiment of the present invention wherethe encoding varies over time, as illustrated in FIG. 5, is that thewatermark of each video in each frame is different from others, so it isdifficult to tamper with the individual frames because the watermark ofevery frame is changing and unpredictable. Even if a criminal is able todiscover the combination being used at a given time, the criminal cannotanticipate the next watermark combination method and/or the earliermethod. As explained in reviewing Equation 1, embodiments of the presentinvention can also use frames of video captured in by all monitors,including the monitor that captured the source video frame. Thus, awatermark can be utilized to recover a region of data that the programcode utilized to generate the watermark.

Because portions of video frames from various monitors are utilized towatermark the frames of other monitors, in embodiments of the presentinvention, the watermarks themselves provide a method of restoring datathat is corrupted and/or lost. Thus, the watermarks provide backups tothe data in the video data repositories and the program code can extractthe data utilized to generate the watermarks from the encoded frames inorder to restore lost data.

In an embodiment of the present invention, the program code can verifythe authenticity of a video frame in real time. In the event ofsuspected tampering, a watermark in a video frame can be compared with awatermark generated by the program code, utilizing the selection,combination, and encode rule for video with the timestamp of the encodedframe. Provided that the video data utilized to generate the watermarkis reliable (e.g., it has not been tampered with) the program codegenerates a watermark for the frame in question and compares the newlygenerated watermark to the watermark in the frame for which there issuspicion to verify that the watermarks match. Provided that thewatermarks match, the suspicious video frame is verified as authentic.

As illustrated in FIGS. 1-5 embodiments of the present invention includea computer-implemented method, a system, and a computer program product,that generate and embed a watermark in digital video frame. In anembodiment of the present invention, the program code obtains a requestto generate a watermark and embed the watermark in a digital video framecaptured by a first monitor. Based on obtaining the request, the programcode fetches from one or more pre-defined regions of a memory resource,digital video data captured by at least two monitors, where a timestampof the digital video data is equal to a timestamp of the digital videoframe. The program code generates a watermark from the digital videodata by calculating a binary result of the digital video data; thewatermark includes the binary result. The program code embeds thewatermark in the digital video frame, generating a watermarked digitalvideo frame. In some embodiments of the present invention, the firstmonitor is one of the at least two monitors, but in further embodiments,the first monitor is not one of the at least two monitors.

In an embodiment of the present invention, the memory resource includesone or more video data repositories, and each one or more video datarepositories segments portions of digital video data of a monitor of theat least two monitors into regions. In some of these embodiments whenthe program code fetches digital video data it determines a current ruledefining the one or more pre-defined regions and fetches the digitalvideo data captured by at least two monitors from the one or morepre-defined regions defined by the rule. In an embodiment of the presentinvention, the program code determines the current rule is based on thetimestamp of the digital video frame.

In an embodiment of the present invention, the program code calculatesthe binary result of the digital video data by determining a currentencode rule, where the current encode rule includes an algorithmgenerating a binary result when applied to the digital video data, andapplying the current encode rule to the digital video data. The currentencode rule may include, but is not limited to, an XOR, a hash, and/or abinary algorithm. The program code may determine the current encode rulebased on the timestamp of the digital video frame.

In an embodiment of the present invention, when the program code fetchesthe digital video data, it accesses the one or more pre-defined regionsof a memory resource over a private network.

In an embodiment of the present invention, the program code restores aportion of the digital video data by deriving the digital video datafrom the binary result including the watermark, selecting a portion ofthe digital video data from the derived digital video data, andcommitting the portion of the digital video data, to the memoryresource.

In an embodiment of the present invention, the program code verifiesauthenticity of the watermarked digital video frame by: extracting thewatermark from the watermarked digital video frame; fetching, from oneor more pre-defined regions of a memory resource, digital video datacaptured by the least two monitors, where the timestamp of the digitalvideo data is equal to the timestamp of the watermarked digital videoframe; generating a new watermark from the digital video data, where thegenerating comprises calculating the binary result of the digital videodata, where the new watermark comprises the binary result; and comparingthe new watermark to the watermark, where if the new watermark is equalto the watermark, the program code determined that the watermarkeddigital video frame is authentic.

It is understood in advance that although this disclosure includes adetailed description on cloud computing, implementation of the teachingsrecited herein are not limited to a cloud computing environment. Rather,embodiments of the present invention are capable of being implemented inconjunction with any other type of computing environment now known orlater developed.

Cloud computing is a model of service delivery for enabling convenient,on-demand network access to a shared pool of configurable computingresources (e.g., networks, network bandwidth, servers, processing,memory, storage, applications, virtual machines, and services) that canbe rapidly provisioned and released with minimal management effort orinteraction with a provider of the service. This cloud model may includeat least five characteristics, at least three service models, and atleast four deployment models.

Characteristics are as follows:

On-demand self-service: a cloud consumer can unilaterally provisioncomputing capabilities, such as server time and network storage, asneeded automatically without requiring human interaction with theservice's provider.

Broad network access: capabilities are available over a network andaccessed through standard mechanisms that promote use by heterogeneousthin or thick client platforms (e.g., mobile phones, laptops, and PDAs).

Resource pooling: the provider's computing resources are pooled to servemultiple consumers using a multi-tenant model, with different physicaland virtual resources dynamically assigned and reassigned according todemand. There is a sense of location independence in that the consumergenerally has no control or knowledge over the exact location of theprovided resources but may be able to specify location at a higher levelof abstraction (e.g., country, state, or datacenter).

Rapid elasticity: capabilities can be rapidly and elasticallyprovisioned, in some cases automatically, to quickly scale out andrapidly released to quickly scale in. To the consumer, the capabilitiesavailable for provisioning often appear to be unlimited and can bepurchased in any quantity at any time.

Measured service: cloud systems automatically control and optimizeresource use by leveraging a metering capability at some level ofabstraction appropriate to the type of service (e.g., storage,processing, bandwidth, and active user accounts). Resource usage can bemonitored, controlled, and reported providing transparency for both theprovider and consumer of the utilized service.

Service Models are as follows:

Software as a Service (SaaS): the capability provided to the consumer isto use the provider's applications running on a cloud infrastructure.The applications are accessible from various client devices through athin client interface such as a web browser (e.g., web-based email). Theconsumer does not manage or control the underlying cloud infrastructureincluding network, servers, operating systems, storage, or evenindividual application capabilities, with the possible exception oflimited user-specific application configuration settings.

Platform as a Service (PaaS): the capability provided to the consumer isto deploy onto the cloud infrastructure consumer-created or acquiredapplications created using programming languages and tools supported bythe provider. The consumer does not manage or control the underlyingcloud infrastructure including networks, servers, operating systems, orstorage, but has control over the deployed applications and possiblyapplication hosting environment configurations.

Infrastructure as a Service (IaaS): the capability provided to theconsumer is to provision processing, storage, networks, and otherfundamental computing resources where the consumer is able to deploy andrun arbitrary software, which can include operating systems andapplications. The consumer does not manage or control the underlyingcloud infrastructure but has control over operating systems, storage,deployed applications, and possibly limited control of select networkingcomponents (e.g., host firewalls).

Deployment Models are as follows:

Private cloud: the cloud infrastructure is operated solely for anorganization. It may be managed by the organization or a third party andmay exist on-premises or off-premises.

Community cloud: the cloud infrastructure is shared by severalorganizations and supports a specific community that has shared concerns(e.g., mission, security requirements, policy, and complianceconsiderations). It may be managed by the organizations or a third partyand may exist on-premises or off-premises.

Public cloud: the cloud infrastructure is made available to the generalpublic or a large industry group and is owned by an organization sellingcloud services.

Hybrid cloud: the cloud infrastructure is a composition of two or moreclouds (private, community, or public) that remain unique entities butare bound together by standardized or proprietary technology thatenables data and application portability (e.g., cloud bursting forloadbalancing between clouds).

A cloud computing environment is service oriented with a focus onstatelessness, low coupling, modularity, and semantic interoperability.At the heart of cloud computing is an infrastructure comprising anetwork of interconnected nodes.

Referring now to FIG. 6, a schematic of an example of a cloud computingnode is shown. Cloud computing node 10 is only one example of a suitablecloud computing node and is not intended to suggest any limitation as tothe scope of use or functionality of embodiments of the inventiondescribed herein. Regardless, cloud computing node 10 is capable ofbeing implemented and/or performing any of the functionality set forthhereinabove. In an embodiment of the present invention, both the videodata repositories 420 a-420 c (FIG. 4) the encoder 400 and/or any serverutilized as part of network 417 (FIG. 4) to facilitate communicationsbetween the video data repositories 420 a-420 c and the encoder 400, canbe understood as cloud computing node 10 (FIG. 6) and if not a cloudcomputing node 10, then a general computing node that includes aspectsof the cloud computing node 10.

In cloud computing node 10 there is a computer system/server 12, whichis operational with numerous other general purpose or special purposecomputing system environments or configurations. Examples of well-knowncomputing systems, environments, and/or configurations that may besuitable for use with computer system/server 12 include, but are notlimited to, personal computer systems, server computer systems, thinclients, thick clients, handheld or laptop devices, multiprocessorsystems, microprocessor-based systems, set top boxes, programmableconsumer electronics, network PCs, minicomputer systems, mainframecomputer systems, and distributed cloud computing environments thatinclude any of the above systems or devices, and the like.

Computer system/server 12 may be described in the general context ofcomputer system-executable instructions, such as program modules, beingexecuted by a computer system. Generally, program modules may includeroutines, programs, objects, components, logic, data structures, and soon that perform particular tasks or implement particular abstract datatypes. Computer system/server 12 may be practiced in distributed cloudcomputing environments where tasks are performed by remote processingdevices that are linked through a communications network. In adistributed cloud computing environment, program modules may be locatedin both local and remote computer system storage media including memorystorage devices.

As shown in FIG. 6, computer system/server 12 in cloud computing node 10is shown in the form of a general-purpose computing device. Thecomponents of computer system/server 12 may include, but are not limitedto, one or more processors or processing units 16, a system memory 28,and a bus 18 that couples various system components including systemmemory 28 to processor 16.

Bus 18 represents one or more of any of several types of bus structures,including a memory bus or memory controller, a peripheral bus, anaccelerated graphics port, and a processor or local bus using any of avariety of bus architectures. By way of example, and not limitation,such architectures include Industry Standard Architecture (ISA) bus,Micro Channel Architecture (MCA) bus, Enhanced ISA (EISA) bus, VideoElectronics Standards Association (VESA) local bus, and PeripheralComponent Interconnect (PCI) bus.

Computer system/server 12 typically includes a variety of computersystem readable media. Such media may be any available media that isaccessible by computer system/server 12, and it includes both volatileand non-volatile media, removable and non-removable media.

System memory 28 can include computer system readable media in the formof volatile memory, such as random access memory (RAM) 30 and/or cachememory 32. Computer system/server 12 may further include otherremovable/non-removable, volatile/non-volatile computer system storagemedia. By way of example only, storage system 34 can be provided forreading from and writing to a non-removable, non-volatile magnetic media(not shown and typically called a “hard drive”). Although not shown, amagnetic disk drive for reading from and writing to a removable,non-volatile magnetic disk (e.g., a “floppy disk”), and an optical diskdrive for reading from or writing to a removable, non-volatile opticaldisk such as a CD-ROM, DVD-ROM or other optical media can be provided.In such instances, each can be connected to bus 18 by one or more datamedia interfaces. As will be further depicted and described below,memory 28 may include at least one program product having a set (e.g.,at least one) of program modules that are configured to carry out thefunctions of embodiments of the invention.

Program/utility 40, having a set (at least one) of program modules 42,may be stored in memory 28 by way of example, and not limitation, aswell as an operating system, one or more application programs, otherprogram modules, and program data. Each of the operating system, one ormore application programs, other program modules, and program data orsome combination thereof, may include an implementation of a networkingenvironment. Program modules 42 generally carry out the functions and/ormethodologies of embodiments of the invention as described herein.

Computer system/server 12 may also communicate with one or more externaldevices 14 such as a keyboard, a pointing device, a display 24, etc.;one or more devices that enable a user to interact with computersystem/server 12; and/or any devices (e.g., network card, modem, etc.)that enable computer system/server 12 to communicate with one or moreother computing devices. Such communication can occur via Input/Output(I/O) interfaces 22. Still yet, computer system/server 12 cancommunicate with one or more networks such as a local area network(LAN), a general wide area network (WAN), and/or a public network (e.g.,the Internet) via network adapter 20. As depicted, network adapter 20communicates with the other components of computer system/server 12 viabus 18. It should be understood that although not shown, other hardwareand/or software components could be used in conjunction with computersystem/server 12. Examples include, but are not limited to: microcode,device drivers, redundant processing units, external disk drive arrays,RAID systems, tape drives, and data archival storage systems, etc.

Referring now to FIG. 7, illustrative cloud computing environment 50 isdepicted. As shown, cloud computing environment 50 comprises one or morecloud computing nodes 10 with which local computing devices used bycloud consumers, such as, for example, personal digital assistant (PDA)or cellular telephone 54A, desktop computer 54B, laptop computer 54C,and/or automobile computer system 54N may communicate. Nodes 10 maycommunicate with one another. They may be grouped (not shown) physicallyor virtually, in one or more networks, such as Private, Community,Public, or Hybrid clouds as described hereinabove, or a combinationthereof. This allows cloud computing environment 50 to offerinfrastructure, platforms and/or software as services for which a cloudconsumer does not need to maintain resources on a local computingdevice. It is understood that the types of computing devices 54A-N shownin FIG. 7 are intended to be illustrative only and that computing nodes10 and cloud computing environment 50 can communicate with any type ofcomputerized device over any type of network and/or network addressableconnection (e.g., using a web browser).

Referring now to FIG. 8, a set of functional abstraction layers providedby cloud computing environment 50 (FIG. 7) is shown. It should beunderstood in advance that the components, layers, and functions shownin FIG. 8 are intended to be illustrative only and embodiments of theinvention are not limited thereto. As depicted, the following layers andcorresponding functions are provided:

Hardware and software layer 60 includes hardware and softwarecomponents. Examples of hardware components include mainframes 61; RISC(Reduced Instruction Set Computer) architecture based servers 62;servers 63; blade servers 64; storage devices 65; and networks andnetworking components 66. In some embodiments, software componentsinclude network application server software 67 and database software 68.

Virtualization layer 70 provides an abstraction layer from which thefollowing examples of virtual entities may be provided: virtual servers71; virtual storage 72; virtual networks 73, including virtual privatenetworks; virtual applications and operating systems 74; and virtualclients 75.

In one example, management layer 80 may provide the functions describedbelow, which may include maintaining VPD at a VPD location the computersystem. Resource provisioning 81 provides dynamic procurement ofcomputing resources and other resources that are utilized to performtasks within the cloud computing environment. Metering and Pricing 82provide cost tracking as resources are utilized within the cloudcomputing environment, and billing or invoicing for consumption of theseresources. In one example, these resources may comprise applicationsoftware licenses. Security provides identity verification for cloudconsumers and tasks, as well as protection for data and other resources.User portal 83 provides access to the cloud computing environment forconsumers and system administrators. Service level management 84provides cloud computing resource allocation and management such thatrequired service levels are met. Service Level Agreement (SLA) planningand fulfillment 85 provide pre-arrangement for, and procurement of,cloud computing resources for which a future requirement is anticipatedin accordance with an SLA.

Workloads layer 90 provides examples of functionality for which thecloud computing environment may be utilized. Examples of workloads andfunctions which may be provided from this layer include: mapping andnavigation 91; software development and lifecycle management 92; virtualclassroom education delivery 93; data analytics processing 94;transaction processing 95; and generating a watermark and embedding thewatermark in a video frame 96.

Aspects of the present invention are described herein with reference toflowchart illustrations and/or block diagrams of methods, apparatus(systems), and computer program products according to embodiments of theinvention. It will be understood that each block of the flowchartillustrations and/or block diagrams, and combinations of blocks in theflowchart illustrations and/or block diagrams, can be implemented bycomputer readable program instructions.

These computer readable program instructions may be provided to aprocessor of a general purpose computer, special purpose computer, orother programmable data processing apparatus to produce a machine, suchthat the instructions, which execute via the processor of the computeror other programmable data processing apparatus, create means forimplementing the functions/acts specified in the flowchart and/or blockdiagram block or blocks. These computer readable program instructionsmay also be stored in a computer readable storage medium that can directa computer, a programmable data processing apparatus, and/or otherdevices to function in a particular manner, such that the computerreadable storage medium having instructions stored therein comprises anarticle of manufacture including instructions which implement aspects ofthe function/act specified in the flowchart and/or block diagram blockor blocks.

The computer readable program instructions may also be loaded onto acomputer, other programmable data processing apparatus, or other deviceto cause a series of operational steps to be performed on the computer,other programmable apparatus or other device to produce a computerimplemented process, such that the instructions which execute on thecomputer, other programmable apparatus, or other device implement thefunctions/acts specified in the flowchart and/or block diagram block orblocks.

The flowchart and block diagrams in the Figures illustrate thearchitecture, functionality, and operation of possible implementationsof systems, methods, and computer program products according to variousembodiments of the present invention. In this regard, each block in theflowchart or block diagrams may represent a module, segment, or portionof instructions, which comprises one or more executable instructions forimplementing the specified logical function(s). In some alternativeimplementations, the functions noted in the block may occur out of theorder noted in the figures. For example, two blocks shown in successionmay, in fact, be executed substantially concurrently, or the blocks maysometimes be executed in the reverse order, depending upon thefunctionality involved. It will also be noted that each block of theblock diagrams and/or flowchart illustration, and combinations of blocksin the block diagrams and/or flowchart illustration, can be implementedby special purpose hardware-based systems that perform the specifiedfunctions or acts or carry out combinations of special purpose hardwareand computer instructions.

In addition to the above, one or more aspects may be provided, offered,deployed, managed, serviced, etc. by a service provider who offersmanagement of customer environments. For instance, the service providercan create, maintain, support, etc. computer code and/or a computerinfrastructure that performs one or more aspects for one or morecustomers. In return, the service provider may receive payment from thecustomer under a subscription and/or fee agreement, as examples.Additionally or alternatively, the service provider may receive paymentfrom the sale of advertising content to one or more third parties.

In one aspect, an application may be deployed for performing one or moreembodiments. As one example, the deploying of an application comprisesproviding computer infrastructure operable to perform one or moreembodiments.

As a further aspect, a computing infrastructure may be deployedcomprising integrating computer readable code into a computing system,in which the code in combination with the computing system is capable ofperforming one or more embodiments.

As yet a further aspect, a process for integrating computinginfrastructure comprising integrating computer readable code into acomputer system may be provided. The computer system comprises acomputer readable medium, in which the computer medium comprises one ormore embodiments. The code in combination with the computer system iscapable of performing one or more embodiments.

Although various embodiments are described above, these are onlyexamples. For example, computing environments of other architectures canbe used to incorporate and use one or more embodiments. Further,different instructions, instruction formats, instruction fields and/orinstruction values may be used. Many variations are possible.

Further, other types of computing environments can benefit and be used.As an example, a data processing system suitable for storing and/orexecuting program code is usable that includes at least two processorscoupled directly or indirectly to memory elements through a system bus.The memory elements include, for instance, local memory employed duringactual execution of the program code, bulk storage, and cache memorywhich provide temporary storage of at least some program code in orderto reduce the number of times code must be retrieved from bulk storageduring execution.

Input/Output or I/O devices (including, but not limited to, keyboards,displays, pointing devices, DASD, tape, CDs, DVDs, thumb drives andother memory media, etc.) can be coupled to the system either directlyor through intervening I/O controllers. Network adapters may also becoupled to the system to enable the data processing system to becomecoupled to other data processing systems or remote printers or storagedevices through intervening private or public networks. Modems, cablemodems, and Ethernet cards are just a few of the available types ofnetwork adapters.

The terminology used herein is for the purpose of describing particularembodiments only and is not intended to be limiting. As used herein, thesingular forms “a”, “an” and “the” are intended to include the pluralforms as well, unless the context clearly indicates otherwise. It willbe further understood that the terms “comprises” and/or “comprising”,when used in this specification, specify the presence of statedfeatures, integers, steps, operations, elements, and/or components, butdo not preclude the presence or addition of one or more other features,integers, steps, operations, elements, components and/or groups thereof.

The corresponding structures, materials, acts, and equivalents of allmeans or step plus function elements in the claims below, if any, areintended to include any structure, material, or act for performing thefunction in combination with other claimed elements as specificallyclaimed. The description of one or more embodiments has been presentedfor purposes of illustration and description, but is not intended to beexhaustive or limited to in the form disclosed. Many modifications andvariations will be apparent to those of ordinary skill in the art. Theembodiment was chosen and described in order to best explain variousaspects and the practical application, and to enable others of ordinaryskill in the art to understand various embodiments with variousmodifications as are suited to the particular use contemplated.

What is claimed is:
 1. A computer-implemented method, comprising:fetching, by one or more processors, from one or more pre-definedregions of a memory resource, digital video data captured by at leasttwo monitors; generating, by the one or more processors, a watermarkfrom the digital video data captured by the at least two monitors,wherein the generating comprises calculating a binary result of thedigital video data captured by the at least two monitors, wherein thewatermark comprises the binary result; and embedding, by the one or moreprocessors, the watermark in a digital video frame captured by a firstmonitor, generating a watermarked digital video frame, wherein atimestamp of the digital video data is equal to a timestamp of thedigital video frame.
 2. The computer-implemented method of claim 1,wherein the first monitor comprises one of the at least two monitors. 3.The computer-implemented method of claim 1, wherein the first monitordoes not comprise one of the at least two monitors.
 4. Thecomputer-implemented method of claim 1, wherein the memory resourcecomprises one or more video data repositories.
 5. Thecomputer-implemented method of claim 4, wherein each one or more videodata repositories segments portions of digital video data of a monitorof the at least two monitors into regions.
 6. The computer-implementedmethod of claim 1, wherein the fetching further comprises: determining,by the one or more processors, a current rule defining the one or morepre-defined regions; and fetching, by the one or more processors, thedigital video data captured by at least two monitors from the one ormore pre-defined regions defined by the rule.
 7. Thecomputer-implemented method of claim 6, wherein determining the currentrule is based on a timestamp of the digital video frame.
 8. Thecomputer-implemented method of claim 1, wherein calculating the binaryresult of the digital video data comprises: determining, by the one ormore processors, a current encode rule, wherein the current encode rulecomprises an algorithm generating a binary result when applied to thedigital video data; and applying, by the one or more processors, thecurrent encode rule to the digital video data.
 9. Thecomputer-implemented method of claim 8, wherein the current encode ruleis selected from the group consisting of: a logic gate (XOR), a hash,and a binary algorithm.
 10. The computer-implemented method of claim 8,wherein determining the current encode rule is based on the timestamp ofthe digital video frame.
 11. The computer-implemented method of claim 1,wherein the fetching further comprises accessing the one or morepre-defined regions of the memory resource over a network selected fromthe group consisting of: a private network and a public network.
 12. Thecomputer-implemented method of claim 1, further comprising: restoring,by the one or more processors, a portion of the digital video data byderiving the digital video data from the binary result; selecting, bythe one or more processors, a portion of the digital video data from thederived digital video data; and committing, by the one or moreprocessors, the selected portion of the digital video data, to thememory resource.
 13. The computer-implemented method of claim 1, furthercomprising: verifying, by the one or more processors, authenticity ofthe watermarked digital video frame, wherein the verifying comprises:extracting, by the one or more processors, the watermark from thewatermarked digital video frame; generating, by the one or moreprocessors, a new watermark from digital video data captured by the atleast two monitors, wherein the generating comprises calculating thebinary result of the digital video data captured by the at least twomonitors, wherein the new watermark comprises the binary result, whereinthe timestamp of the digital video data is equal to the timestamp of thewatermarked digital video frame; and comparing, by the one or moreprocessors, the new watermark to the watermark, wherein if the newwatermark is equal to the watermark, the watermarked digital video frameis authentic.
 14. The computer-implemented method of claim 13, furthercomprising: fetching, by the one or more processors, from one or morepre-defined regions of the memory resource, the digital video datacaptured by the least two monitors.
 15. A computer program productcomprising: a non-transitory computer readable storage medium readableby a processor and storing instructions for execution by one or moreprocessors for performing a method comprising: fetching, by the one ormore processors, from one or more pre-defined regions of a memoryresource, digital video data captured by at least two monitors;generating, by the one or more processors, a watermark from the digitalvideo data captured by the at least two monitors, wherein the generatingcomprises calculating a binary result of the digital video data capturedby the at least two monitors, wherein the watermark comprises the binaryresult; and embedding, by the one or more processors, the watermark in adigital video frame captured by a first monitor, generating awatermarked digital video frame, wherein a timestamp of the digitalvideo data is equal to a timestamp of the digital video frame.
 16. Thecomputer program product of claim 15, wherein the first monitorcomprises one of the at least two monitors.
 17. The computer programproduct of claim 15, wherein the first monitor does not comprise one ofthe at least two monitors.
 18. A system comprising: a memory; one ormore processors in communication with the memory; and programinstructions executable by the one or more processors via the memory toperform a method, the method comprising: fetching, by the one or moreprocessors, from one or more pre-defined regions of a memory resource,digital video data captured by at least two monitors; generating, by theone or more processors, a watermark from the digital video data capturedby the at least two monitors, wherein the generating comprisescalculating a binary result of the digital video data captured by the atleast two monitors, wherein the watermark comprises the binary result;and embedding, by the one or more processors, the watermark in a digitalvideo frame captured by a first monitor, generating a watermarkeddigital video frame, wherein a timestamp of the digital video data isequal to a timestamp of the digital video frame.